def __init__(self, conf, name=None):
'''Listener constructor
Args:
conf: the encoder configuration
name: the encoder name'''
super(HotstartEncoder, self).__init__(conf, name)
#set the wrapped section as the encoder section
conf.remove_section('encoder')
conf.add_section('encoder')
for option, value in conf.items(self.conf['wrapped']):
conf.set('encoder', option, value)
conf.remove_section(self.conf['wrapped'])
#wrapped ecoder
self.wrapped = ed_encoder_factory.factory(
conf.get('encoder', 'encoder'))(conf, self.conf['wrapped'])
def __init__(self, conf, constraint, name=None):
'''constructor
Args:
conf: the encoder configuration
name: the encoder name
constraint: the constraint for the variables
'''
super(BottleneckEncoder, self).__init__(conf, constraint, name)
#set the wrapped section as the encoder section
conf.remove_section('encoder')
conf.add_section('encoder')
for option, value in conf.items(self.conf['wrapped']):
conf.set('encoder', option, value)
conf.remove_section(self.conf['wrapped'])
#wrapped ecoder
self.wrapped = ed_encoder_factory.factory(
conf.get('encoder', 'encoder'))(conf, constraint,
self.conf['wrapped'])
def __init__(self, conf, constraint, name=None):
'''constructor
Args:
conf: the encoder configuration
name: the encoder name
constraint: the constraint for the variables
'''
super(StackEncoder, self).__init__(conf, constraint, name)
#create the encoders
self.encoders = []
for encoder in self.conf['stack'].split():
# Create a deep copy of the conf
config_string = StringIO.StringIO()
conf.write(config_string)
# We must reset the buffer to make it ready for reading.
config_string.seek(0)
encoder_conf = ConfigParser.ConfigParser()
encoder_conf.readfp(config_string)
encoder_conf.remove_section('encoder')
encoder_conf.add_section('encoder')
#set the wrapped section as the trainer section
for option, value in conf.items(encoder):
encoder_conf.set('encoder', option, value)
#remove the other encoder sections
for remove in self.conf['stack'].split():
encoder_conf.remove_section(remove)
self.encoders.append(
ed_encoder_factory.factory(
encoder_conf.get('encoder',
'encoder'))(encoder_conf, constraint,
encoder))